Pandas Profiling Report

Dataset statistics

Number of variables	14
Number of observations	20343
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.2 MiB
Average record size in memory	112.0 B

Variable types

Numeric	11
Text	2
Categorical	1

Alerts

`ID` is highly overall correlated with `Year Published`	High correlation
`Year Published` is highly overall correlated with `ID`	High correlation
`Play Time` is highly overall correlated with `Complexity Average`	High correlation
`Users Rated` is highly overall correlated with `BGG Rank` and 1 other fields	High correlation
`Rating Average` is highly overall correlated with `BGG Rank` and 1 other fields	High correlation
`BGG Rank` is highly overall correlated with `Users Rated` and 2 other fields	High correlation
`Complexity Average` is highly overall correlated with `Play Time` and 1 other fields	High correlation
`Owned Users` is highly overall correlated with `Users Rated` and 1 other fields	High correlation
`Year Published` is highly skewed (γ1 = -24.05339023)	Skewed
`Max Players` is highly skewed (γ1 = 43.49841135)	Skewed
`Play Time` is highly skewed (γ1 = 73.63777821)	Skewed
`BGG Rank` is uniformly distributed	Uniform
`BGG Rank` has unique values	Unique
`Play Time` has 556 (2.7%) zeros	Zeros
`Min Age` has 1251 (6.1%) zeros	Zeros
`Complexity Average` has 426 (2.1%) zeros	Zeros

Reproduction

Analysis started	2023-06-18 13:16:17.317408
Analysis finished	2023-06-18 13:16:28.711112
Duration	11.39 seconds
Software version	ydata-profiling vv4.2.0
Download configuration	config.json

ID
Real number (ℝ)

Distinct	20327
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	108239.27

Minimum	1
Maximum	331787
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.1 KiB

Quantile statistics

Minimum	1
5-th percentile	1365.2
Q1	11029
median	88957
Q3	192965.5
95-th percentile	277409
Maximum	331787
Range	331786
Interquartile range (IQR)	181936.5

Descriptive statistics

Standard deviation	98693.219
Coefficient of variation (CV)	0.91180603
Kurtosis	-1.2737249
Mean	108239.27
Median Absolute Deviation (MAD)	82285
Skewness	0.41615653
Sum	2.2019115 × 10⁹
Variance	9.7403515 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9360	2	< 0.1%
41788	2	< 0.1%
254157	2	< 0.1%
28301	2	< 0.1%
1003	2	< 0.1%
97093	2	< 0.1%
202077	2	< 0.1%
8393	2	< 0.1%
299171	2	< 0.1%
183401	2	< 0.1%
Other values (20317)	20323	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
331787	1	< 0.1%
329465	1	< 0.1%
328871	1	< 0.1%
326624	1	< 0.1%
326485	1	< 0.1%
325635	1	< 0.1%
325555	1	< 0.1%
325494	1	< 0.1%
325022	1	< 0.1%
324345	1	< 0.1%

Name
Text

Distinct	19976
Distinct (%)	98.2%
Missing	0
Missing (%)	0.0%
Memory size	159.1 KiB

Length

Max length	107
Median length	85
Mean length	18.434253
Min length	1

Characters and Unicode

Total characters	375008
Distinct characters	268
Distinct categories	19 ?
Distinct scripts	8 ?
Distinct blocks	14 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	19653 ?
Unique (%)	96.6%

Sample

1st row	Gloomhaven
2nd row	Pandemic Legacy: Season 1
3rd row	Brass: Birmingham
4th row	Terraforming Mars
5th row	Twilight Imperium: Fourth Edition

Value	Count	Frequency (%)
the	3987	6.5%
of	2178	3.6%
game	1372	2.2%
	885	1.4%
war	546	0.9%
edition	505	0.8%
in	475	0.8%
a	376	0.6%
card	369	0.6%
battle	341	0.6%
Other values (15953)	50156	82.0%

Most occurring characters

Value	Count	Frequency (%)
	40896	10.9%
e	33256	8.9%
a	27177	7.2%
o	21800	5.8%
r	21129	5.6%
i	20184	5.4%
n	18869	5.0%
t	18489	4.9%
s	15457	4.1%
l	13043	3.5%
Other values (258)	144708	38.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	261681	69.8%
Uppercase Letter	55344	14.8%
Space Separator	40897	10.9%
Other Punctuation	8801	2.3%
Decimal Number	6406	1.7%
Dash Punctuation	1262	0.3%
Open Punctuation	238	0.1%
Close Punctuation	238	0.1%
Other Letter	100	< 0.1%
Math Symbol	12	< 0.1%
Other values (9)	29	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	33256	12.7%
a	27177	10.4%
o	21800	8.3%
r	21129	8.1%
i	20184	7.7%
n	18869	7.2%
t	18489	7.1%
s	15457	5.9%
l	13043	5.0%
h	9481	3.6%
Other values (82)	62796	24.0%

Other Letter

Value	Count	Frequency (%)
ン	6	6.0%
ク	5	5.0%
つ	3	3.0%
イ	3	3.0%
ん	3	3.0%
ト	3	3.0%
ッ	3	3.0%
ぽ	2	2.0%
テ	2	2.0%
こ	2	2.0%
Other values (58)	68	68.0%

Uppercase Letter

Value	Count	Frequency (%)
T	5523	10.0%
S	4890	8.8%
C	4512	8.2%
B	3463	6.3%
G	3365	6.1%
D	3357	6.1%
M	3228	5.8%
A	3211	5.8%
W	2572	4.6%
P	2561	4.6%
Other values (43)	18662	33.7%

Other Punctuation

Value	Count	Frequency (%)
:	4776	54.3%
!	1114	12.7%
'	1001	11.4%
,	573	6.5%
.	528	6.0%
&	502	5.7%
?	154	1.7%
/	44	0.5%
\	28	0.3%
"	26	0.3%
Other values (9)	55	0.6%

Decimal Number

Value	Count	Frequency (%)
1	1695	26.5%
9	752	11.7%
4	743	11.6%
0	738	11.5%
2	549	8.6%
8	521	8.1%
5	429	6.7%
3	354	5.5%
6	319	5.0%
7	306	4.8%

Other Number

Value	Count	Frequency (%)
₂	2	40.0%
³	1	20.0%
⁶	1	20.0%
²	1	20.0%

Math Symbol

Value	Count	Frequency (%)
+	10	83.3%
×	1	8.3%
∞	1	8.3%

Currency Symbol

Value	Count	Frequency (%)
$	9	75.0%
€	2	16.7%
¥	1	8.3%

Other Symbol

Value	Count	Frequency (%)
♥	1	33.3%
№	1	33.3%
°	1	33.3%

Space Separator

Value	Count	Frequency (%)
	40896	> 99.9%
	1	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1261	99.9%
‐	1	0.1%

Nonspacing Mark

Value	Count	Frequency (%)
́	1	50.0%
︎	1	50.0%

Open Punctuation

Value	Count	Frequency (%)
(	238	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	238	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	2	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	2	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	1	100.0%

Modifier Letter

Value	Count	Frequency (%)
ー	1	100.0%

Initial Punctuation

Value	Count	Frequency (%)
‘	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	316972	84.5%
Common	57881	15.4%
Katakana	54	< 0.1%
Cyrillic	27	< 0.1%
Greek	26	< 0.1%
Han	25	< 0.1%
Hiragana	21	< 0.1%
Inherited	2	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	33256	10.5%
a	27177	8.6%
o	21800	6.9%
r	21129	6.7%
i	20184	6.4%
n	18869	6.0%
t	18489	5.8%
s	15457	4.9%
l	13043	4.1%
h	9481	3.0%
Other values (104)	118087	37.3%

Common

Value	Count	Frequency (%)
	40896	70.7%
:	4776	8.3%
1	1695	2.9%
-	1261	2.2%
!	1114	1.9%
'	1001	1.7%
9	752	1.3%
4	743	1.3%
0	738	1.3%
,	573	1.0%
Other values (43)	4332	7.5%

Katakana

Value	Count	Frequency (%)
ン	6	11.1%
ク	5	9.3%
イ	3	5.6%
ト	3	5.6%
ッ	3	5.6%
テ	2	3.7%
ボ	2	3.7%
ス	2	3.7%
ャ	2	3.7%
キ	2	3.7%
Other values (21)	24	44.4%

Han

Value	Count	Frequency (%)
事	1	4.0%
議	1	4.0%
會	1	4.0%
豬	1	4.0%
客	1	4.0%
道	1	4.0%
猿	1	4.0%
佳	1	4.0%
醉	1	4.0%
杯	1	4.0%
Other values (15)	15	60.0%

Greek

Value	Count	Frequency (%)
α	3	11.5%
ο	3	11.5%
λ	2	7.7%
μ	2	7.7%
ά	2	7.7%
ρ	2	7.7%
ε	2	7.7%
Ξ	1	3.8%
θ	1	3.8%
ι	1	3.8%
Other values (7)	7	26.9%

Cyrillic

Value	Count	Frequency (%)
т	4	14.8%
и	4	14.8%
р	2	7.4%
у	2	7.4%
а	2	7.4%
С	2	7.4%
в	2	7.4%
к	2	7.4%
Э	2	7.4%
п	1	3.7%
Other values (4)	4	14.8%

Hiragana

Value	Count	Frequency (%)
つ	3	14.3%
ん	3	14.3%
ぽ	2	9.5%
こ	2	9.5%
な	2	9.5%
ひ	2	9.5%
と	2	9.5%
ら	1	4.8%
も	1	4.8%
め	1	4.8%
Other values (2)	2	9.5%

Inherited

Value	Count	Frequency (%)
́	1	50.0%
︎	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	374120	99.8%
None	744	0.2%
Katakana	55	< 0.1%
Cyrillic	27	< 0.1%
CJK	25	< 0.1%
Hiragana	21	< 0.1%
Punctuation	8	< 0.1%
Currency Symbols	2	< 0.1%
Diacriticals	1	< 0.1%
VS	1	< 0.1%
Other values (4)	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	40896	10.9%
e	33256	8.9%
a	27177	7.3%
o	21800	5.8%
r	21129	5.6%
i	20184	5.4%
n	18869	5.0%
t	18489	4.9%
s	15457	4.1%
l	13043	3.5%
Other values (73)	143820	38.4%

None

Value	Count	Frequency (%)
é	112	15.1%
ä	88	11.8%
ü	86	11.6%
ö	68	9.1%
ó	42	5.6%
á	35	4.7%
í	22	3.0%
ł	20	2.7%
ß	19	2.6%
à	19	2.6%
Other values (80)	233	31.3%

Katakana

Value	Count	Frequency (%)
ン	6	10.9%
ク	5	9.1%
イ	3	5.5%
ト	3	5.5%
ッ	3	5.5%
テ	2	3.6%
ボ	2	3.6%
ス	2	3.6%
ャ	2	3.6%
キ	2	3.6%
Other values (22)	25	45.5%

Punctuation

Value	Count	Frequency (%)
•	4	50.0%
…	1	12.5%
’	1	12.5%
‐	1	12.5%
‘	1	12.5%

Cyrillic

Value	Count	Frequency (%)
т	4	14.8%
и	4	14.8%
р	2	7.4%
у	2	7.4%
а	2	7.4%
С	2	7.4%
в	2	7.4%
к	2	7.4%
Э	2	7.4%
п	1	3.7%
Other values (4)	4	14.8%

Hiragana

Value	Count	Frequency (%)
つ	3	14.3%
ん	3	14.3%
ぽ	2	9.5%
こ	2	9.5%
な	2	9.5%
ひ	2	9.5%
と	2	9.5%
ら	1	4.8%
も	1	4.8%
め	1	4.8%
Other values (2)	2	9.5%

Currency Symbols

Value	Count	Frequency (%)
€	2	100.0%

CJK

Value	Count	Frequency (%)
事	1	4.0%
議	1	4.0%
會	1	4.0%
豬	1	4.0%
客	1	4.0%
道	1	4.0%
猿	1	4.0%
佳	1	4.0%
醉	1	4.0%
杯	1	4.0%
Other values (15)	15	60.0%

Diacriticals

Value	Count	Frequency (%)
́	1	100.0%

VS

Value	Count	Frequency (%)
︎	1	100.0%

Misc Symbols

Value	Count	Frequency (%)
♥	1	100.0%

Letterlike Symbols

Value	Count	Frequency (%)
№	1	100.0%

Math Operators

Value	Count	Frequency (%)
∞	1	100.0%

Latin Ext Additional

Value	Count	Frequency (%)
ộ	1	100.0%

Year Published
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	179
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2004.2062

Minimum	400
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.1 KiB

Quantile statistics

Minimum	400
5-th percentile	1978
Q1	2001
median	2011
Q3	2016
95-th percentile	2019
Maximum	2022
Range	1622
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	40.87024
Coefficient of variation (CV)	0.020392233
Kurtosis	759.45976
Mean	2004.2062
Median Absolute Deviation (MAD)	6
Skewness	-24.05339
Sum	40771567
Variance	1670.3766
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2017	1274	6.3%
2016	1257	6.2%
2018	1254	6.2%
2019	1134	5.6%
2015	1131	5.6%
2014	987	4.9%
2013	850	4.2%
2012	815	4.0%
2011	735	3.6%
2010	692	3.4%
Other values (169)	10214	50.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
400	2	< 0.1%
500	1	< 0.1%
550	1	< 0.1%
600	1	< 0.1%
650	1	< 0.1%
700	2	< 0.1%
762	1	< 0.1%
1000	2	< 0.1%
1125	1	< 0.1%
1150	1	< 0.1%

Value	Count	Frequency (%)
2022	1	< 0.1%
2021	144	0.7%
2020	684	3.4%
2019	1134	5.6%
2018	1254	6.2%
2017	1274	6.3%
2016	1257	6.2%
2015	1131	5.6%
2014	987	4.9%
2013	850	4.2%

Min Players
Real number (ℝ)

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0197119

Minimum	0
Maximum	10
Zeros	46
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	159.1 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	2
Q3	2
95-th percentile	3
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.69036572
Coefficient of variation (CV)	0.34181395
Kurtosis	10.937481
Mean	2.0197119
Median Absolute Deviation (MAD)	0
Skewness	1.7359
Sum	41087
Variance	0.47660483
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
2	14076	69.2%
1	3270	16.1%
3	2365	11.6%
4	474	2.3%
5	57	0.3%
0	46	0.2%
6	21	0.1%
8	17	0.1%
7	14	0.1%
10	2	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	46	0.2%
1	3270	16.1%
2	14076	69.2%
3	2365	11.6%
4	474	2.3%
5	57	0.3%
6	21	0.1%
7	14	0.1%
8	17	0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
10	2	< 0.1%
9	1	< 0.1%
8	17	0.1%
7	14	0.1%
6	21	0.1%
5	57	0.3%
4	474	2.3%
3	2365	11.6%
2	14076	69.2%
1	3270	16.1%

Max Players
Real number (ℝ)

Distinct	54
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.6722214

Minimum	0
Maximum	999
Zeros	161
Zeros (%)	0.8%
Negative	0
Negative (%)	0.0%
Memory size	159.1 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	4
median	4
Q3	6
95-th percentile	10
Maximum	999
Range	999
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	15.231376
Coefficient of variation (CV)	2.6852576
Kurtosis	2693.0695
Mean	5.6722214
Median Absolute Deviation (MAD)	2
Skewness	43.498411
Sum	115390
Variance	231.99481
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4	6376	31.3%
2	4074	20.0%
6	3723	18.3%
5	2814	13.8%
8	1154	5.7%
10	380	1.9%
1	313	1.5%
7	309	1.5%
3	272	1.3%
12	236	1.2%
Other values (44)	692	3.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	161	0.8%
1	313	1.5%
2	4074	20.0%
3	272	1.3%
4	6376	31.3%
5	2814	13.8%
6	3723	18.3%
7	309	1.5%
8	1154	5.7%
9	73	0.4%

Value	Count	Frequency (%)
999	3	< 0.1%
362	1	< 0.1%
200	1	< 0.1%
163	1	< 0.1%
127	1	< 0.1%
120	1	< 0.1%
100	14	0.1%
99	136	0.7%
75	2	< 0.1%
69	1	< 0.1%

Play Time
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	116
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	91.294548

Minimum	0
Maximum	60000
Zeros	556
Zeros (%)	2.7%
Negative	0
Negative (%)	0.0%
Memory size	159.1 KiB

Quantile statistics

Minimum	0
5-th percentile	10
Q1	30
median	45
Q3	90
95-th percentile	240
Maximum	60000
Range	60000
Interquartile range (IQR)	60

Descriptive statistics

Standard deviation	545.4472
Coefficient of variation (CV)	5.9745868
Kurtosis	7406.6538
Mean	91.294548
Median Absolute Deviation (MAD)	25
Skewness	73.637778
Sum	1857205
Variance	297512.65
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30	3638	17.9%
60	3003	14.8%
45	2107	10.4%
20	2026	10.0%
120	1618	8.0%
90	1591	7.8%
15	1230	6.0%
180	805	4.0%
10	758	3.7%
0	556	2.7%
Other values (106)	3011	14.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	556	2.7%
1	23	0.1%
2	11	0.1%
3	3	< 0.1%
4	3	< 0.1%
5	138	0.7%
6	5	< 0.1%
7	2	< 0.1%
8	2	< 0.1%
10	758	3.7%

Value	Count	Frequency (%)
60000	1	< 0.1%
22500	1	< 0.1%
17280	1	< 0.1%
14400	1	< 0.1%
12000	2	< 0.1%
10000	1	< 0.1%
8640	1	< 0.1%
7920	1	< 0.1%
6000	8	< 0.1%
5400	1	< 0.1%

Min Age
Real number (ℝ)

Distinct	21
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.6014845

Minimum	0
Maximum	25
Zeros	1251
Zeros (%)	6.1%
Negative	0
Negative (%)	0.0%
Memory size	159.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	8
median	10
Q3	12
95-th percentile	14
Maximum	25
Range	25
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.6454579
Coefficient of variation (CV)	0.37967649
Kurtosis	0.96300028
Mean	9.6014845
Median Absolute Deviation (MAD)	2
Skewness	-0.85045773
Sum	195323
Variance	13.289364
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
12	4704	23.1%
8	4065	20.0%
10	3870	19.0%
14	1780	8.7%
0	1251	6.1%
13	1133	5.6%
6	917	4.5%
7	809	4.0%
5	436	2.1%
9	326	1.6%
Other values (11)	1052	5.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1251	6.1%
1	2	< 0.1%
2	15	0.1%
3	114	0.6%
4	268	1.3%
5	436	2.1%
6	917	4.5%
7	809	4.0%
8	4065	20.0%
9	326	1.6%

Value	Count	Frequency (%)
25	1	< 0.1%
21	11	0.1%
18	171	0.8%
17	59	0.3%
16	167	0.8%
15	147	0.7%
14	1780	8.7%
13	1133	5.6%
12	4704	23.1%
11	97	0.5%

Users Rated
Real number (ℝ)

Distinct	2973
Distinct (%)	14.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	840.97139

Minimum	30
Maximum	102214
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.1 KiB

Quantile statistics

Minimum	30
5-th percentile	33
Q1	55
median	120
Q3	385
95-th percentile	3158.9
Maximum	102214
Range	102184
Interquartile range (IQR)	330

Descriptive statistics

Standard deviation	3511.5622
Coefficient of variation (CV)	4.1756025
Kurtosis	223.41521
Mean	840.97139
Median Absolute Deviation (MAD)	80
Skewness	12.353199
Sum	17107881
Variance	12331069
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30	271	1.3%
33	263	1.3%
31	262	1.3%
35	250	1.2%
32	248	1.2%
34	243	1.2%
39	239	1.2%
38	220	1.1%
41	217	1.1%
44	211	1.0%
Other values (2963)	17919	88.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30	271	1.3%
31	262	1.3%
32	248	1.2%
33	263	1.3%
34	243	1.2%
35	250	1.2%
36	210	1.0%
37	207	1.0%
38	220	1.1%
39	239	1.2%

Value	Count	Frequency (%)
102214	1	< 0.1%
101853	1	< 0.1%
101510	1	< 0.1%
84371	1	< 0.1%
78089	1	< 0.1%
71611	1	< 0.1%
67688	1	< 0.1%
64864	1	< 0.1%
63498	1	< 0.1%
63128	1	< 0.1%

Rating Average
Real number (ℝ)

Distinct	622
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.4032267

Minimum	1.05
Maximum	9.58
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.1 KiB

Quantile statistics

Minimum	1.05
5-th percentile	4.82
Q1	5.82
median	6.43
Q3	7.03
95-th percentile	7.88
Maximum	9.58
Range	8.53
Interquartile range (IQR)	1.21

Descriptive statistics

Standard deviation	0.93591053
Coefficient of variation (CV)	0.14616233
Kurtosis	0.70059269
Mean	6.4032267
Median Absolute Deviation (MAD)	0.6
Skewness	-0.29971779
Sum	130260.84
Variance	0.87592851
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.5	110	0.5%
6.38	109	0.5%
6.43	107	0.5%
6.67	104	0.5%
6.72	104	0.5%
6.27	103	0.5%
6.28	103	0.5%
6.51	103	0.5%
6.53	102	0.5%
6.17	102	0.5%
Other values (612)	19296	94.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.05	1	< 0.1%
1.1	1	< 0.1%
1.32	1	< 0.1%
1.43	1	< 0.1%
1.5	1	< 0.1%
1.54	1	< 0.1%
1.55	1	< 0.1%
1.78	1	< 0.1%
1.9	1	< 0.1%
2.06	1	< 0.1%

Value	Count	Frequency (%)
9.58	1	< 0.1%
9.54	1	< 0.1%
9.46	1	< 0.1%
9.43	2	< 0.1%
9.34	1	< 0.1%
9.31	1	< 0.1%
9.25	1	< 0.1%
9.24	2	< 0.1%
9.23	2	< 0.1%
9.22	1	< 0.1%

BGG Rank
Real number (ℝ)

HIGH CORRELATION UNIFORM UNIQUE

Distinct	20343
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10172.89

Minimum	1
Maximum	20344
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	159.1 KiB

Quantile statistics

Minimum	1
5-th percentile	1018.1
Q1	5087.5
median	10173
Q3	15258.5
95-th percentile	19326.9
Maximum	20344
Range	20343
Interquartile range (IQR)	10171

Descriptive statistics

Standard deviation	5872.8316
Coefficient of variation (CV)	0.57730216
Kurtosis	-1.1999292
Mean	10172.89
Median Absolute Deviation (MAD)	5086
Skewness	-7.7848833 × 10^-5
Sum	2.0694711 × 10⁸
Variance	34490151
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
13562	1	< 0.1%
13569	1	< 0.1%
13568	1	< 0.1%
13567	1	< 0.1%
13566	1	< 0.1%
13565	1	< 0.1%
13564	1	< 0.1%
13563	1	< 0.1%
13561	1	< 0.1%
Other values (20333)	20333	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
20344	1	< 0.1%
20343	1	< 0.1%
20342	1	< 0.1%
20341	1	< 0.1%
20340	1	< 0.1%
20339	1	< 0.1%
20338	1	< 0.1%
20337	1	< 0.1%
20336	1	< 0.1%
20335	1	< 0.1%

Complexity Average
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	379
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9911876

Minimum	0
Maximum	5
Zeros	426
Zeros (%)	2.1%
Negative	0
Negative (%)	0.0%
Memory size	159.1 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1.33
median	1.97
Q3	2.54
95-th percentile	3.529
Maximum	5
Range	5
Interquartile range (IQR)	1.21

Descriptive statistics

Standard deviation	0.84890322
Coefficient of variation (CV)	0.4263301
Kurtosis	0.012871143
Mean	1.9911876
Median Absolute Deviation (MAD)	0.63
Skewness	0.41369357
Sum	40506.73
Variance	0.72063668
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	2306	11.3%
2	1563	7.7%
1.5	692	3.4%
3	498	2.4%
1.33	448	2.2%
0	426	2.1%
1.67	407	2.0%
2.5	394	1.9%
2.33	296	1.5%
1.25	292	1.4%
Other values (369)	13021	64.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	426	2.1%
1	2306	11.3%
1.01	1	< 0.1%
1.02	12	0.1%
1.03	22	0.1%
1.04	28	0.1%
1.05	53	0.3%
1.06	55	0.3%
1.07	48	0.2%
1.08	66	0.3%

Value	Count	Frequency (%)
5	1	< 0.1%
4.93	1	< 0.1%
4.91	2	< 0.1%
4.9	1	< 0.1%
4.89	2	< 0.1%
4.86	1	< 0.1%
4.84	1	< 0.1%
4.8	1	< 0.1%
4.78	1	< 0.1%
4.77	1	< 0.1%

Owned Users
Real number (ℝ)

Distinct	3997
Distinct (%)	19.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1408.4571

Minimum	0
Maximum	155312
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	159.1 KiB

Quantile statistics

Minimum	0
5-th percentile	65
Q1	146
median	310
Q3	867
95-th percentile	5239
Maximum	155312
Range	155312
Interquartile range (IQR)	721

Descriptive statistics

Standard deviation	5037.3291
Coefficient of variation (CV)	3.5764874
Kurtosis	231.2697
Mean	1408.4571
Median Absolute Deviation (MAD)	209
Skewness	12.319322
Sum	28652243
Variance	25374685
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
122	67	0.3%
80	66	0.3%
109	63	0.3%
105	63	0.3%
73	63	0.3%
106	63	0.3%
103	62	0.3%
119	61	0.3%
100	60	0.3%
104	59	0.3%
Other values (3987)	19716	96.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
3	4	< 0.1%
4	1	< 0.1%
5	3	< 0.1%
6	7	< 0.1%
7	2	< 0.1%
9	2	< 0.1%
10	6	< 0.1%
11	2	< 0.1%
12	7	< 0.1%

Value	Count	Frequency (%)
155312	1	< 0.1%
154531	1	< 0.1%
149337	1	< 0.1%
112410	1	< 0.1%
107682	1	< 0.1%
101839	1	< 0.1%
97463	1	< 0.1%
94343	1	< 0.1%
92896	1	< 0.1%
87099	1	< 0.1%

Mechanics
Text

Distinct	7382
Distinct (%)	36.3%
Missing	0
Missing (%)	0.0%
Memory size	159.1 KiB

Length

Max length	406
Median length	247
Mean length	47.968097
Min length	4

Characters and Unicode

Total characters	975815
Distinct characters	56
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5866 ?
Unique (%)	28.8%

Sample

1st row	Action Queue, Action Retrieval, Campaign / Battle Card Driven, Card Play Conflict Resolution, Communication Limits, Cooperative Game, Deck Construction, Deck Bag and Pool Building, Grid Movement, Hand Management, Hexagon Grid, Legacy Game, Modular Board, Once-Per-Game Abilities, Scenario / Mission / Campaign Game, Simultaneous Action Selection, Solo / Solitaire Game, Storytelling, Variable Player Powers
2nd row	Action Points, Cooperative Game, Hand Management, Legacy Game, Point to Point Movement, Set Collection, Trading, Variable Player Powers
3rd row	Hand Management, Income, Loans, Market, Network and Route Building, Score-and-Reset Game, Tech Trees / Tech Tracks, Turn Order: Stat-Based, Variable Set-up
4th row	Card Drafting, Drafting, End Game Bonuses, Hand Management, Hexagon Grid, Income, Set Collection, Solo / Solitaire Game, Take That, Tile Placement, Turn Order: Progressive, Variable Player Powers
5th row	Action Drafting, Area Majority / Influence, Area-Impulse, Dice Rolling, Follow, Grid Movement, Hexagon Grid, Modular Board, Trading, Variable Phase Order, Variable Player Powers, Voting

Value	Count	Frequency (%)
dice	5728	4.3%
rolling	5672	4.2%
	5185	3.9%
movement	4247	3.2%
hand	4152	3.1%
management	4152	3.1%
grid	3954	2.9%
game	3728	2.8%
and	3675	2.7%
player	3223	2.4%
Other values (269)	90704	67.5%

Most occurring characters

Value	Count	Frequency (%)
	114077	11.7%
e	90961	9.3%
n	72419	7.4%
i	68728	7.0%
a	67340	6.9%
o	62130	6.4%
t	52443	5.4%
l	50080	5.1%
r	40395	4.1%
,	38055	3.9%
Other values (46)	319187	32.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	685744	70.3%
Uppercase Letter	127354	13.1%
Space Separator	114077	11.7%
Other Punctuation	44583	4.6%
Dash Punctuation	4057	0.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	90961	13.3%
n	72419	10.6%
i	68728	10.0%
a	67340	9.8%
o	62130	9.1%
t	52443	7.6%
l	50080	7.3%
r	40395	5.9%
d	27444	4.0%
c	25105	3.7%
Other values (15)	128699	18.8%

Uppercase Letter

Value	Count	Frequency (%)
P	17542	13.8%
M	14580	11.4%
S	12947	10.2%
D	12028	9.4%
R	10056	7.9%
C	9208	7.2%
B	8037	6.3%
G	7726	6.1%
A	6996	5.5%
H	6942	5.5%
Other values (15)	21292	16.7%

Other Punctuation

Value	Count	Frequency (%)
,	38055	85.4%
/	6282	14.1%
:	233	0.5%
'	13	< 0.1%

Space Separator

Value	Count	Frequency (%)
	114077	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4057	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	813098	83.3%
Common	162717	16.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	90961	11.2%
n	72419	8.9%
i	68728	8.5%
a	67340	8.3%
o	62130	7.6%
t	52443	6.4%
l	50080	6.2%
r	40395	5.0%
d	27444	3.4%
c	25105	3.1%
Other values (40)	256053	31.5%

Common

Value	Count	Frequency (%)
	114077	70.1%
,	38055	23.4%
/	6282	3.9%
-	4057	2.5%
:	233	0.1%
'	13	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	975815	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	114077	11.7%
e	90961	9.3%
n	72419	7.4%
i	68728	7.0%
a	67340	6.9%
o	62130	6.4%
t	52443	5.4%
l	50080	5.1%
r	40395	4.1%
,	38055	3.9%
Other values (46)	319187	32.7%

Domains
Categorical

Distinct	40
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	159.1 KiB

Not Defined	10159
Wargames	3029
Strategy Games	1455
Family Games	1340
Abstract Games	869
Other values (35)	3491

Length

Max length	46
Median length	11
Mean length	12.546527
Min length	8

Characters and Unicode

Total characters	255234
Distinct characters	32
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8 ?
Unique (%)	< 0.1%

Sample

1st row	Strategy Games, Thematic Games
2nd row	Strategy Games, Thematic Games
3rd row	Strategy Games
4th row	Strategy Games
5th row	Strategy Games, Thematic Games

Common Values

Value	Count	Frequency (%)
Not Defined	10159	49.9%
Wargames	3029	14.9%
Strategy Games	1455	7.2%
Family Games	1340	6.6%
Abstract Games	869	4.3%
Children's Games	708	3.5%
Thematic Games	647	3.2%
Party Games	409	2.0%
Family Games, Strategy Games	354	1.7%
Customizable Games	235	1.2%
Other values (30)	1138	5.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
not	10159	25.2%
defined	10159	25.2%
games	8373	20.7%
wargames	3316	8.2%
strategy	2205	5.5%
family	2173	5.4%
thematic	1174	2.9%
abstract	1070	2.6%
children's	849	2.1%
party	605	1.5%

Most occurring characters

Value	Count	Frequency (%)
e	36532	14.3%
a	22529	8.8%
	20037	7.9%
t	18785	7.4%
m	15333	6.0%
i	14652	5.7%
s	13905	5.4%
d	11008	4.3%
n	11008	4.3%
o	10456	4.1%
Other values (22)	80989	31.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	192463	75.4%
Uppercase Letter	40380	15.8%
Space Separator	20037	7.9%
Other Punctuation	2354	0.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	36532	19.0%
a	22529	11.7%
t	18785	9.8%
m	15333	8.0%
i	14652	7.6%
s	13905	7.2%
d	11008	5.7%
n	11008	5.7%
o	10456	5.4%
f	10159	5.3%
Other values (9)	28096	14.6%

Uppercase Letter

Value	Count	Frequency (%)
N	10159	25.2%
D	10159	25.2%
G	8373	20.7%
W	3316	8.2%
S	2205	5.5%
F	2173	5.4%
T	1174	2.9%
C	1146	2.8%
A	1070	2.6%
P	605	1.5%

Other Punctuation

Value	Count	Frequency (%)
,	1505	63.9%
'	849	36.1%

Space Separator

Value	Count	Frequency (%)
	20037	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	232843	91.2%
Common	22391	8.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	36532	15.7%
a	22529	9.7%
t	18785	8.1%
m	15333	6.6%
i	14652	6.3%
s	13905	6.0%
d	11008	4.7%
n	11008	4.7%
o	10456	4.5%
N	10159	4.4%
Other values (19)	68476	29.4%

Common

Value	Count	Frequency (%)
	20037	89.5%
,	1505	6.7%
'	849	3.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	255234	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	36532	14.3%
a	22529	8.8%
	20037	7.9%
t	18785	7.4%
m	15333	6.0%
i	14652	5.7%
s	13905	5.4%
d	11008	4.3%
n	11008	4.3%
o	10456	4.1%
Other values (22)	80989	31.7%

Auto

Heatmap
Table

	ID	Year Published	Min Players	Max Players	Play Time	Min Age	Users Rated	Rating Average	BGG Rank	Complexity Average	Owned Users	Domains
ID	1.000	0.948	-0.140	0.045	-0.101	0.079	-0.023	0.397	-0.225	-0.060	-0.013	0.144
Year Published	0.948	1.000	-0.132	0.061	-0.066	0.118	0.052	0.423	-0.285	-0.022	0.063	0.154
Min Players	-0.140	-0.132	1.000	0.316	-0.094	-0.014	-0.014	-0.208	0.115	-0.192	-0.056	0.120
Max Players	0.045	0.061	0.316	1.000	-0.090	-0.012	0.074	-0.188	0.083	-0.298	0.007	0.000
Play Time	-0.101	-0.066	-0.094	-0.090	1.000	0.466	0.133	0.362	-0.266	0.669	0.210	0.000
Min Age	0.079	0.118	-0.014	-0.012	0.466	1.000	0.165	0.282	-0.253	0.433	0.224	0.262
Users Rated	-0.023	0.052	-0.014	0.074	0.133	0.165	1.000	0.250	-0.710	0.172	0.925	0.073
Rating Average	0.397	0.423	-0.208	-0.188	0.362	0.282	0.250	1.000	-0.766	0.507	0.272	0.179
BGG Rank	-0.225	-0.285	0.115	0.083	-0.266	-0.253	-0.710	-0.766	1.000	-0.400	-0.688	0.231
Complexity Average	-0.060	-0.022	-0.192	-0.298	0.669	0.433	0.172	0.507	-0.400	1.000	0.238	0.259
Owned Users	-0.013	0.063	-0.056	0.007	0.210	0.224	0.925	0.272	-0.688	0.238	1.000	0.084
Domains	0.144	0.154	0.120	0.000	0.000	0.262	0.073	0.179	0.231	0.259	0.084	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	ID	Name	Year Published	Min Players	Max Players	Play Time	Min Age	Users Rated	Rating Average	BGG Rank	Complexity Average	Owned Users	Mechanics	Domains
0	174430.0	Gloomhaven	2017	1	4	120	14	42055	8.79	1	3.86	68323	Action Queue, Action Retrieval, Campaign / Battle Card Driven, Card Play Conflict Resolution, Communication Limits, Cooperative Game, Deck Construction, Deck Bag and Pool Building, Grid Movement, Hand Management, Hexagon Grid, Legacy Game, Modular Board, Once-Per-Game Abilities, Scenario / Mission / Campaign Game, Simultaneous Action Selection, Solo / Solitaire Game, Storytelling, Variable Player Powers	Strategy Games, Thematic Games
1	161936.0	Pandemic Legacy: Season 1	2015	2	4	60	13	41643	8.61	2	2.84	65294	Action Points, Cooperative Game, Hand Management, Legacy Game, Point to Point Movement, Set Collection, Trading, Variable Player Powers	Strategy Games, Thematic Games
2	224517.0	Brass: Birmingham	2018	2	4	120	14	19217	8.66	3	3.91	28785	Hand Management, Income, Loans, Market, Network and Route Building, Score-and-Reset Game, Tech Trees / Tech Tracks, Turn Order: Stat-Based, Variable Set-up	Strategy Games
3	167791.0	Terraforming Mars	2016	1	5	120	12	64864	8.43	4	3.24	87099	Card Drafting, Drafting, End Game Bonuses, Hand Management, Hexagon Grid, Income, Set Collection, Solo / Solitaire Game, Take That, Tile Placement, Turn Order: Progressive, Variable Player Powers	Strategy Games
4	233078.0	Twilight Imperium: Fourth Edition	2017	3	6	480	14	13468	8.70	5	4.22	16831	Action Drafting, Area Majority / Influence, Area-Impulse, Dice Rolling, Follow, Grid Movement, Hexagon Grid, Modular Board, Trading, Variable Phase Order, Variable Player Powers, Voting	Strategy Games, Thematic Games
5	291457.0	Gloomhaven: Jaws of the Lion	2020	1	4	120	14	8392	8.87	6	3.55	21609	Action Queue, Campaign / Battle Card Driven, Communication Limits, Cooperative Game, Critical Hits and Failures, Deck Construction, Grid Movement, Hand Management, Hexagon Grid, Legacy Game, Line of Sight, Once-Per-Game Abilities, Scenario / Mission / Campaign Game, Simultaneous Action Selection, Solo / Solitaire Game, Variable Player Powers	Strategy Games, Thematic Games
6	182028.0	Through the Ages: A New Story of Civilization	2015	2	4	120	14	23061	8.43	7	4.41	26985	Action Points, Auction/Bidding, Auction: Dutch, Card Drafting, Events, Income, Take That	Strategy Games
7	220308.0	Gaia Project	2017	1	4	150	12	16352	8.49	8	4.35	20312	End Game Bonuses, Hexagon Grid, Income, Modular Board, Network and Route Building, Solo / Solitaire Game, Tech Trees / Tech Tracks, Turn Order: Pass Order, Variable Player Powers, Variable Set-up, Victory Points as a Resource	Strategy Games
8	187645.0	Star Wars: Rebellion	2016	2	4	240	14	23081	8.42	9	3.71	34849	Area Majority / Influence, Area Movement, Area-Impulse, Delayed Purchase, Dice Rolling, Hand Management, Team-Based Game, Variable Player Powers	Thematic Games
9	12333.0	Twilight Struggle	2005	2	2	180	13	40814	8.29	10	3.59	56219	Action/Event, Advantage Token, Area Majority / Influence, Campaign / Battle Card Driven, Dice Rolling, Hand Management, Simulation, Simultaneous Action Selection, Sudden Death Ending, Tug of War	Strategy Games, Wargames

	ID	Name	Year Published	Min Players	Max Players	Play Time	Min Age	Users Rated	Rating Average	BGG Rank	Complexity Average	Owned Users	Mechanics	Domains
20333	3737.0	Operation	1965	1	6	10	6	3617	4.10	20335	1.11	6096	Simulation	Children's Games
20334	3522.0	LCR	1983	3	12	20	5	1835	3.42	20336	1.05	3441	Dice Rolling	Children's Games, Party Games
20335	1406.0	Monopoly	1933	2	8	180	8	28999	4.39	20337	1.65	40255	Auction/Bidding, Income, Loans, Lose a Turn, Player Elimination, Roll / Spin and Move, Set Collection, Stock Holding, Track Movement, Trading	Family Games
20336	2921.0	The Game of Life	1960	2	6	60	8	10658	4.30	20338	1.18	16692	Roll / Spin and Move, Simulation	Family Games
20337	1410.0	Trouble	1965	2	4	45	4	3255	3.79	20339	1.05	4962	Roll / Spin and Move	Children's Games
20338	16398.0	War	1986	2	2	30	4	1340	2.28	20340	1.00	427	Not Defined	Children's Games
20339	7316.0	Bingo	1530	2	99	60	5	2154	2.85	20341	1.05	1533	Betting and Bluffing, Bingo, Pattern Recognition	Party Games
20340	5048.0	Candy Land	1949	2	4	30	3	4006	3.18	20342	1.08	5788	Roll / Spin and Move	Children's Games
20341	5432.0	Chutes and Ladders	1986	2	6	30	3	3783	2.86	20343	1.02	4400	Dice Rolling, Grid Movement, Race, Roll / Spin and Move, Square Grid	Children's Games
20342	11901.0	Tic-Tac-Toe	1986	2	2	1	4	3275	2.68	20344	1.16	1374	Paper-and-Pencil, Pattern Building	Abstract Games, Children's Games

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Other Letter

Uppercase Letter

Other Punctuation

Decimal Number

Other Number

Math Symbol

Currency Symbol

Other Symbol

Space Separator

Dash Punctuation

Nonspacing Mark

Open Punctuation

Close Punctuation

Connector Punctuation

Modifier Symbol

Final Punctuation

Modifier Letter

Initial Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Katakana

Han

Greek

Cyrillic

Hiragana

Inherited

Most occurring blocks

Most frequent character per block

ASCII

None

Katakana

Punctuation

Cyrillic

Hiragana

Currency Symbols

CJK

Diacriticals

VS

Misc Symbols

Letterlike Symbols

Math Operators

Latin Ext Additional

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block